As Android builders, you may have many selections with regards to the brokers, instruments, and LLMs you utilize for app growth. Whether or not you’re utilizing Gemini in Android Studio, Gemini CLI, Antigravity, or third-party brokers like Claude Code or Codex, our mission is to make sure that high-quality Android growth is feasible all over the place.
As we speak, we’re introducing a brand new suite of Android instruments and sources for agentic workflows — Android CLI with Android expertise and the Android Data Base. This assortment of instruments is designed to remove the guesswork of core Android growth workflows while you direct an agent’s work exterior of Android Studio, making your brokers extra environment friendly, efficient, and able to following the most recent advisable patterns and greatest practices.
Whether or not you’re simply beginning your growth journey on Android, are a seasoned Android developer, or managing apps throughout cellular and net platforms, constructing your apps with the most recent steerage, instruments, and AI-assistance is simpler than ever. Regardless of which surroundings you start with these sources, you may all the time transition your growth expertise to Android Studio—the place the state-of-the-art instruments and brokers for Android growth can be found to assist your app expertise actually shine.
(Re)Introducing the Android CLI
Your brokers carry out greatest once they have a light-weight, programmatic interface to work together with the Android SDK and growth surroundings. So, on the coronary heart of this new workflow is a revitalized Android CLI. The brand new Android CLI serves as the first interface for Android growth from the terminal, that includes instructions for surroundings setup, mission creation, and machine administration—with extra fashionable capabilities and straightforward updatability in thoughts.
The create command makes an Android app mission in seconds.
In our inside experiments, Android CLI improved mission and surroundings setup by lowering LLM token utilization by greater than 70%, and duties have been accomplished 3X quicker than when brokers tried to navigate these duties utilizing solely the usual toolsets.
Key capabilities obtainable to you embody:
- SDK administration: Use
android sdk set upto obtain solely the particular elements wanted, guaranteeing a lean growth surroundings. - Snappy mission creation: The
android createcommand generates new tasks from official templates, guaranteeing the advisable structure and greatest practices are utilized from the very first line of code. - Speedy machine creation and deployment: Create and handle digital gadgets with
android emulatorand deploy apps utilizingandroid run, eliminating the guesswork concerned in guide construct and deploy cycles. - Updatability: Run
android replaceto make sure that you may have the most recent capabilities obtainable.
Android CLI can create a tool, run your app on it, and make it simpler for brokers to navigate UI.
Whereas Android CLI will empower your agentic growth flows, it’s additionally been designed to streamline CI, upkeep, and every other scripted automation for the more and more distributed nature of Android growth. Obtain and check out the Android CLI at this time!
Grounding LLMs with official Android Expertise
Conventional documentation may be descriptive, conceptual, and high-level. Whereas good for studying, LLMs usually require exact, actionable directions to execute complicated workflows with out utilizing outdated patterns and libraries.
To bridge this hole, we’re launching the Android expertise GitHub repository. Expertise are modular, markdown-based (SKILL.md) instruction units that present a technical specification for a process and are designed to set off mechanically when your immediate matches the ability’s metadata, saving you the effort of manually attaching documentation to each immediate.
Android expertise cowl among the most typical workflows that some Android builders and LLMs could wrestle with—they assist fashions higher perceive and execute particular patterns that observe our greatest practices and steerage on Android growth.
In our preliminary launch, the repository consists of expertise like:
- Navigation 3 setup and migration.
- Implementing edge-to-edge assist.
- AGP 9 and XML-to-Compose migrations.
- R8 config evaluation, and extra!
For those who’re utilizing Android CLI, you may browse and arrange your agent workflow with our rising assortment of expertise utilizing the android expertise command. These expertise may also dwell alongside every other expertise you create, or third-party expertise created by the Android developer neighborhood. Study extra about getting began with Android expertise.
Set up Android expertise by way of the Android CLI to make your agent simpler and environment friendly.
The newest steerage by way of the Android Data Base
The third part we’re launching at this time is the Android Data Base. Accessible by the android docs command and already obtainable within the newest model of Android Studio, this specialised knowledge supply permits brokers to look and fetch the most recent authoritative developer pointers to make use of as related context.
The Android Data Base ensures brokers have the most recent context, steerage, and greatest practices for Android.
By accessing the incessantly up to date information base, brokers can floor their responses in the newest data from Android developer docs, Firebase, Google Builders, and Kotlin docs. This ensures that even when an LLM’s coaching cutoff is a yr previous, it will possibly nonetheless present steerage on the most recent frameworks and patterns we suggest at this time.
Android Studio: The last word vacation spot for premium apps
Along with empowering builders and brokers to deal with mission setup and boilerplate code, we’ve additionally designed these new instruments and sources to make it simpler to transition to Android Studio. Meaning you can begin a prototype shortly with an agent utilizing Android CLI after which open the mission in Android Studio to fine-tune your UI with visible instruments for code modifying, UI design, deep debugging, and superior profiling that scale with the rising capabilities of your app.
And when it’s time to construct a high-quality app for large-scale publication throughout varied machine varieties, our agent in Android Studio is right here to assist, whereas leveraging the most recent growth greatest practices and libraries. Past the highly effective Agent and Planning Modes for lively growth, we have now launched an AI-powered New Undertaking movement, which offers an entry level to quickly prototyping your subsequent nice concept for Android.
These built-in brokers make it easy to increase your app concepts throughout telephones, foldables, tablets, Put on OS, Android Auto, and Android TV. Outfitted with full context of your mission’s supply code and a complete suite of debugging, profiling, and emulation instruments, you may have an end-to-end, AI-accelerated toolkit at your disposal.
Get began at this time
Android CLI is on the market in preview at this time, together with a rising set of Android expertise and information for brokers. To get began, head over to d.android.com/instruments/brokers to obtain Android CLI.